No it won't. This is static content we're talking about. The only thing limiting you is your network throughput and maybe disk IO (assuming it doesn't fit in a compressed RAM). Even for an "around the globe roundtrip" latency, we're still talking few hundred msec.

Some cloud products have distorted an entire generation of developers understanding of how services can scale.